Yemen YEM
Tier 6 · Low-Income / High-Informality
Yemen stands at 25.6 of 100 on the Optional Work Index, the point at which paid work becomes economically optional1.
Supply measures whether machines can do the work; demand measures whether people can afford to stop. The index is their geometric mean, computed by the same method used for every country.
25.6 / 100
0 · pre-automation baseline100 · work optional
46.1
Supply
can machines do the work
14.2
Demand
can people afford to stop
Data coverage high · 5/5 inputs from primary data (supply 3/3, demand 2/2)
Components
Five sub-indices, fixed weights within each side
Supply
Capacity for machines to do the work46.1
AI Capabilityweight 40%
30.1
Humanoid Roboticsweight 31%
62.9
Labor Market Shiftweight 29%
50.2
AI system progress toward human-level and beyond cognitive performance.
Demand
Capacity for people to stop working14.2
Economic Abundanceweight 60%
15.5
Wealth Distributionweight 40%
12.3
Whether the cost of necessities (healthcare, housing, food, transport, education) is falling enough that work is less required.
Data sources for YEM
which series filled each input
ai_frontier— epoch globalai_adoption— wb wbrobot_density— none missingautomation_gap— derived wbunemployment— wb wbproductivity— none missingjob_openings— wb proxycost_healthcare— wb wbcost_food— wb proxycost_housing— wb proxycost_transport— none missingcost_education— wb wbbs_electricity— wb wbbs_water— wb wbbs_sanitation— wb wbbs_ict_affordability— none missingincome_floor— wb wbinequality— wb wblabor_income_share— none missing
Calculated 2026-07-17 17:41:02 UTC · version 3.1.0